Neural Networks

VerbaNexAI Lab at SemEval-2024 Task 1: A Multilayer Artificial Intelligence Model for Semantic Relationship Detection SemEval 2024 VeriCompress: A Tool to Streamline the Synthesis of Verified Robust Compressed Neural Networks from Scratch AAAI 2024 Verification of neural reachable tubes via scenario optimization and conformal prediction L4DC 2024 VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024 VINECS: Video-based Neural Character Skinning CVPR 2024 Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model ICML 2024 Vision Mamba Mender NeurIPS 2024 Visual Objectification in Films: Towards a New AI Task for Video Interpretation CVPR 2024 Visual Pinwheel Centers Act as Geometric Saliency Detectors NeurIPS 2024 VkD: Improving Knowledge Distillation using Orthogonal Projections CVPR 2024 VMINer: Versatile Multi-view Inverse Rendering with Near- and Far-field Light Sources CVPR 2024 VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees ICML 2024 Vocabulary for Universal Approximation: A Linguistic Perspective of Mapping Compositions ICML 2024 Vocal Call Locator Benchmark (VCL) for localizing rodent vocalizations from multi-channel audio NeurIPS 2024 Volterra Neural Networks (VNNs) JMLR 2024 Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection NeurIPS 2024 Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion NeurIPS 2024 WATCH: Wide-Area Terrestrial Change Hypercube WACV 2024 Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024 WaveMixSR: Resource-Efficient Neural Network for Image Super-Resolution WACV 2024 Weight Conditioning for Smooth Optimization of Neural Networks ECCV 2024 Weight-Sharing Regularization AISTATS 2024 What Do Hebbian Learners Learn? Reduction Axioms for Iterated Hebbian Learning AAAI 2024 What is my quantum computer good for? Quantum capability learning with physics-aware neural networks NeurIPS 2024 What's in a Prior? Learned Proximal Networks for Inverse Problems ICLR 2024